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A hybrid deep learning‐based forecasting model for the peak height of ionospheric F2 layer
Y Shi, C Yang, J Wang, Y Zheng, F Meng… - Space …, 2023 - Wiley Online Library
To achieve accurate forecasting of the peak height of the ionospheric F2 layer (hmF2), we
propose a hybrid deep learning model of improved seagull optimization algorithm (ISOA) …
propose a hybrid deep learning model of improved seagull optimization algorithm (ISOA) …
Day‐to‐Day variability of the thermosphere and ionosphere
Day‐to‐day variability is an intricate aspect of the ionosphere and thermosphere (IT) system.
Its ubiquitous but random presence makes it difficult to track down and hard to predict …
Its ubiquitous but random presence makes it difficult to track down and hard to predict …
[HTML][HTML] Forecasting ionospheric foF2 based on deep learning method
In this paper, a deep learning long-short-term memory (LSTM) method is applied to the
forecasting of the critical frequency of the ionosphere F2 layer (foF2). Hourly values of foF2 …
forecasting of the critical frequency of the ionosphere F2 layer (foF2). Hourly values of foF2 …
Application of neural networks to South African GPS TEC modelling
JB Habarulema, LA McKinnell, PJ Cilliers… - Advances in Space …, 2009 - Elsevier
The propagation of radio signals in the Earth's atmosphere is dominantly affected by the
ionosphere due to its dispersive nature. Global Positioning System (GPS) data provides …
ionosphere due to its dispersive nature. Global Positioning System (GPS) data provides …
On the development of a method for updating an empirical climatological ionospheric model by means of assimilated vTEC measurements from a GNSS receiver …
In this paper, a procedure for updating the International Reference Ionosphere (IRI) model
by means of assimilated vertical total electron content (vTEC) measurements from a Global …
by means of assimilated vertical total electron content (vTEC) measurements from a Global …
Absence of High Frequency Echoes From Ionosondes During the 23–25 April 2023 Geomagnetic Storm; What Happened?
We report an unusual event on absence of high frequency (HF) echoes in ionosonde
observations from the ionospheric F2 region during the geomagnetic storm of 23–25 April …
observations from the ionospheric F2 region during the geomagnetic storm of 23–25 April …
Statistical analysis of the ionospheric response during geomagnetic storm conditions over South Africa using ionosonde and GPS data
This paper presents a statistical analysis of ionospheric response over ionosonde stations
Grahamstown (33.3° S, 26.5° E, geographic) and Madimbo (22.4° S, 30.9° E, geographic) …
Grahamstown (33.3° S, 26.5° E, geographic) and Madimbo (22.4° S, 30.9° E, geographic) …
A hybrid deep learning-based short-term forecast model for ionospheric foF2 in East Asia region
Y Shi, C Yang, J Wang, F Meng - Advances in Space Research, 2025 - Elsevier
The short-term forecast of the critical frequency of the ionospheric F2 layer (foF2) is
particularly challenging due to its nonlinear and non-stationary characteristics. To improve …
particularly challenging due to its nonlinear and non-stationary characteristics. To improve …
A comparative study of TEC response for the African equatorial and mid-latitudes during storm conditions
JB Habarulema, LA McKinnell, D Burešová… - Journal of Atmospheric …, 2013 - Elsevier
The solar wind effects on the Earth's environment are studied for their basic scientific values
and crucial practical impacts on technological systems. This paper reports results of Total …
and crucial practical impacts on technological systems. This paper reports results of Total …
Analysis of ionospheric TEC variation over Manama, Bahrain, and comparison with IRI-2012 and IRI-2016 models
In this paper, we investigate the ionospheric total electron content (TEC) variations over
Manama, Bahrain, through Global Positioning System (GPS) observations from an …
Manama, Bahrain, through Global Positioning System (GPS) observations from an …